NY NOAA Weather Dashboard

Scatter Plot of Temperature (tmax) Over Time

temperature_scatter <- ny_noaa %>%
  filter(!is.na(tmax)) %>%
  sample_n(1000) %>% # Sampling to manage plot performance
  plot_ly(x = ~date, y = ~tmax, mode = 'markers', type = 'scatter') %>%
  layout(title = "Scatter Plot of Maximum Temperature Over Time",
         xaxis = list(title = "Date"),
         yaxis = list(title = "Max Temperature (tmax)"))

temperature_scatter

Line plot of average max temperature by month

monthly_avg_temp <- ny_noaa %>%
  filter(!is.na(tmax)) %>%
  mutate(month = lubridate::month(date, label = TRUE)) %>%
  group_by(month) %>%
  summarize(avg_tmax = mean(tmax, na.rm = TRUE))

temperature_line <- plot_ly(monthly_avg_temp, x = ~month, y = ~avg_tmax, type = 'scatter', mode = 'lines+markers') %>%
  layout(title = "Average Max Temperature by Month",
         xaxis = list(title = "Month"),
         yaxis = list(title = "Average Max Temperature (tmax)"))

temperature_line

Box plot of temperature (tmax) distribution by month

temperature_box <- ny_noaa %>%
  filter(!is.na(tmax)) %>%
  mutate(month = lubridate::month(date, label = TRUE)) %>%
  plot_ly(x = ~month, y = ~tmax, type = 'box') %>%
  layout(title = "Distribution of Max Temperature by Month",
         xaxis = list(title = "Month"),
         yaxis = list(title = "Max Temperature (tmax)"))

temperature_box